Visual Search

Just when you think search has been done to dead, there are more advance way of searching for stuff on the Internet, including visual search.
http://venturebeat.com/2006/11/08/likes-visual-search-very-good-for-shopping/

This should be a very useful tool for shopping nuts, and I wouldn't be surprised if they use this technology for online dating/matching site too.